{"id":"https://openalex.org/W2546919788","doi":"https://doi.org/10.1145/2993148.2993176","title":"Deep multimodal fusion for persuasiveness prediction","display_name":"Deep multimodal fusion for persuasiveness prediction","publication_year":2016,"publication_date":"2016-10-31","ids":{"openalex":"https://openalex.org/W2546919788","doi":"https://doi.org/10.1145/2993148.2993176","mag":"2546919788"},"language":"en","primary_location":{"id":"doi:10.1145/2993148.2993176","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993148.2993176","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Multimodal Interaction","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2015/4364","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091870800","display_name":"Behnaz Nojavanasghari","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Behnaz Nojavanasghari","raw_affiliation_strings":["University of Central Florida, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Central Florida, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102955499","display_name":"Deepak Gopinath","orcid":"https://orcid.org/0000-0002-5597-4860"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepak Gopinath","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073998510","display_name":"Jayanth Koushik","orcid":null},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jayanth Koushik","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058610902","display_name":"Tadas Baltru\u0161aitis","orcid":"https://orcid.org/0000-0001-7923-8780"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tadas Baltru\u0161aitis","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081398601","display_name":"Louis\u2010Philippe Morency","orcid":"https://orcid.org/0000-0001-6376-7696"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Louis-Philippe Morency","raw_affiliation_strings":["Carnegie Mellon University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5091870800"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":null,"apc_paid":null,"fwci":172.6898,"has_fulltext":false,"cited_by_count":240,"citation_normalized_percentile":{"value":0.99969724,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"284","last_page":"288"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12214","display_name":"Media Influence and Health","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/1208","display_name":"Literature and Literary Theory"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9839000105857849,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9815000295639038,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/persuasion","display_name":"Persuasion","score":0.830681324005127},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.773576021194458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7426749467849731},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6536091566085815},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48809683322906494},{"id":"https://openalex.org/keywords/personality","display_name":"Personality","score":0.48353075981140137},{"id":"https://openalex.org/keywords/trait","display_name":"Trait","score":0.4459739029407501},{"id":"https://openalex.org/keywords/big-five-personality-traits","display_name":"Big Five personality traits","score":0.4211244583129883},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3373587131500244},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.23017334938049316},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1422635316848755}],"concepts":[{"id":"https://openalex.org/C2781310500","wikidata":"https://www.wikidata.org/wiki/Q1231428","display_name":"Persuasion","level":2,"score":0.830681324005127},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.773576021194458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7426749467849731},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6536091566085815},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48809683322906494},{"id":"https://openalex.org/C187288502","wikidata":"https://www.wikidata.org/wiki/Q641118","display_name":"Personality","level":2,"score":0.48353075981140137},{"id":"https://openalex.org/C106934330","wikidata":"https://www.wikidata.org/wiki/Q1971873","display_name":"Trait","level":2,"score":0.4459739029407501},{"id":"https://openalex.org/C2865642","wikidata":"https://www.wikidata.org/wiki/Q378132","display_name":"Big Five personality traits","level":3,"score":0.4211244583129883},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3373587131500244},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23017334938049316},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1422635316848755},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2993148.2993176","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2993148.2993176","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM International Conference on Multimodal Interaction","raw_type":"proceedings-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-5363","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/4364","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-5363","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/4364","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.49000000953674316,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1554745153","https://openalex.org/W1686810756","https://openalex.org/W1807653197","https://openalex.org/W1977834244","https://openalex.org/W1989085630","https://openalex.org/W1989245305","https://openalex.org/W2000353207","https://openalex.org/W2006259662","https://openalex.org/W2023945620","https://openalex.org/W2041113851","https://openalex.org/W2052071246","https://openalex.org/W2075398069","https://openalex.org/W2087347434","https://openalex.org/W2087913144","https://openalex.org/W2095176743","https://openalex.org/W2095705004","https://openalex.org/W2099767163","https://openalex.org/W2138403150","https://openalex.org/W2149211798","https://openalex.org/W2150862758","https://openalex.org/W2153635508","https://openalex.org/W2155461849","https://openalex.org/W2170129887","https://openalex.org/W2238867838","https://openalex.org/W2250747492","https://openalex.org/W2293551877","https://openalex.org/W2889512157","https://openalex.org/W6633441383","https://openalex.org/W7008726578"],"related_works":["https://openalex.org/W1193337282","https://openalex.org/W1662240627","https://openalex.org/W2161303371","https://openalex.org/W3169835994","https://openalex.org/W1546646725","https://openalex.org/W1974065322","https://openalex.org/W3125957671","https://openalex.org/W2767446002","https://openalex.org/W2898389145","https://openalex.org/W1966488223"],"abstract_inverted_index":{"Persuasiveness":[0],"is":[1,38,65,84],"a":[2,10,78],"high-level":[3],"personality":[4],"trait":[5],"that":[6],"quantifies":[7],"the":[8,14,22,46,59,66],"influence":[9],"speaker":[11],"has":[12],"on":[13],"beliefs,":[15],"attitudes,":[16],"intentions,":[17],"motivations,":[18],"and":[19,34],"behavior":[20],"of":[21,58,69],"audience.":[23],"With":[24],"social":[25],"multimedia":[26],"becoming":[27],"an":[28],"important":[29],"channel":[30],"in":[31,101],"propagating":[32],"ideas":[33],"opinions,":[35],"analyzing":[36],"persuasiveness":[37],"very":[39],"important.":[40],"In":[41],"this":[42,63,74],"work,":[43],"we":[44,76],"use":[45],"publicly":[47],"available":[48],"Persuasive":[49],"Opinion":[50],"Multimedia":[51],"(POM)":[52],"dataset":[53],"to":[54,86],"study":[55],"persuasion.":[56],"One":[57],"challenges":[60],"associated":[61],"with":[62],"problem":[64],"limited":[67],"amount":[68],"annotated":[70],"data.":[71],"To":[72],"tackle":[73],"challenge,":[75],"present":[77],"deep":[79],"multimodal":[80],"fusion":[81],"architecture":[82],"which":[83],"able":[85],"leverage":[87],"complementary":[88],"information":[89],"from":[90],"individual":[91],"modalities":[92],"for":[93],"predicting":[94],"persuasiveness.":[95],"Our":[96],"methods":[97],"show":[98],"significant":[99],"improvement":[100],"performance":[102],"over":[103],"previous":[104],"approaches.":[105]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":27},{"year":2024,"cited_by_count":23},{"year":2023,"cited_by_count":40},{"year":2022,"cited_by_count":36},{"year":2021,"cited_by_count":31},{"year":2020,"cited_by_count":25},{"year":2019,"cited_by_count":24},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":7},{"year":2016,"cited_by_count":1}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}